Overview
Brought to you by YData
Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 169 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 21.3 KiB |
| Average record size in memory | 128.8 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 6 |
commodity is highly overall correlated with parent_entity and 4 other fields | High correlation |
emissions_category is highly overall correlated with flaring_emissions_MtCO2 and 9 other fields | High correlation |
flaring_emissions_MtCO2 is highly overall correlated with emissions_category and 9 other fields | High correlation |
fugitive_methane_emissions_MtCH4 is highly overall correlated with emissions_category and 7 other fields | High correlation |
fugitive_methane_emissions_MtCO2e is highly overall correlated with emissions_category and 7 other fields | High correlation |
own_fuel_use_emissions_MtCO2 is highly overall correlated with production_value and 1 other fields | High correlation |
parent_entity is highly overall correlated with commodity and 4 other fields | High correlation |
parent_type is highly overall correlated with commodity and 6 other fields | High correlation |
product_emissions_MtCO2 is highly overall correlated with emissions_category and 7 other fields | High correlation |
production_unit is highly overall correlated with commodity and 5 other fields | High correlation |
production_value is highly overall correlated with emissions_category and 9 other fields | High correlation |
reporting_entity is highly overall correlated with commodity and 5 other fields | High correlation |
total_emissions_MtCO2e is highly overall correlated with emissions_category and 7 other fields | High correlation |
total_operational_emissions_MtCO2e is highly overall correlated with emissions_category and 7 other fields | High correlation |
venting_emissions_MtCO2 is highly overall correlated with emissions_category and 10 other fields | High correlation |
year is highly overall correlated with commodity and 7 other fields | High correlation |
year is uniformly distributed | Uniform |
year has unique values | Unique |
flaring_emissions_MtCO2 has 47 (27.8%) zeros | Zeros |
venting_emissions_MtCO2 has 47 (27.8%) zeros | Zeros |
own_fuel_use_emissions_MtCO2 has 108 (63.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-29 14:15:48.513669 |
|---|---|
| Analysis finished | 2025-03-29 14:16:05.719675 |
| Duration | 17.21 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
year
Real number (ℝ)
High correlation Uniform Unique
| Distinct | 169 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1938 |
| Minimum | 1854 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 1854 |
|---|---|
| 5-th percentile | 1862.4 |
| Q1 | 1896 |
| median | 1938 |
| Q3 | 1980 |
| 95-th percentile | 2013.6 |
| Maximum | 2022 |
| Range | 168 |
| Interquartile range (IQR) | 84 |
Descriptive statistics
| Standard deviation | 48.930222 |
|---|---|
| Coefficient of variation (CV) | 0.025247793 |
| Kurtosis | -1.2 |
| Mean | 1938 |
| Median Absolute Deviation (MAD) | 42 |
| Skewness | 0 |
| Sum | 327522 |
| Variance | 2394.1667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1854 | 1 | 0.6% |
| 1970 | 1 | 0.6% |
| 1962 | 1 | 0.6% |
| 1963 | 1 | 0.6% |
| 1964 | 1 | 0.6% |
| 1965 | 1 | 0.6% |
| 1966 | 1 | 0.6% |
| 1967 | 1 | 0.6% |
| 1968 | 1 | 0.6% |
| 1969 | 1 | 0.6% |
| Other values (159) | 159 |
| Value | Count | Frequency (%) |
| 1854 | 1 | |
| 1855 | 1 | |
| 1856 | 1 | |
| 1857 | 1 | |
| 1858 | 1 | |
| 1859 | 1 | |
| 1860 | 1 | |
| 1861 | 1 | |
| 1862 | 1 | |
| 1863 | 1 |
| Value | Count | Frequency (%) |
| 2022 | 1 | |
| 2021 | 1 | |
| 2020 | 1 | |
| 2019 | 1 | |
| 2018 | 1 | |
| 2017 | 1 | |
| 2016 | 1 | |
| 2015 | 1 | |
| 2014 | 1 | |
| 2013 | 1 |
parent_entity
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Abu Dhabi National Oil Company | |
|---|---|
| Adaro Energy | |
| Adani Enterprises | 11 |
Length
| Max length | 30 |
|---|---|
| Median length | 30 |
| Mean length | 25.319527 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Adaro Energy |
|---|---|
| 2nd row | Adaro Energy |
| 3rd row | Adaro Energy |
| 4th row | Adaro Energy |
| 5th row | Adaro Energy |
Common Values
| Value | Count | Frequency (%) |
| Abu Dhabi National Oil Company | 122 | |
| Adaro Energy | 36 | 21.3% |
| Adani Enterprises | 11 | 6.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| abu | 122 | |
| dhabi | 122 | |
| national | 122 | |
| oil | 122 | |
| company | 122 | |
| adaro | 36 | 5.1% |
| energy | 36 | 5.1% |
| adani | 11 | 1.6% |
| enterprises | 11 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 535 | ||
| a | 535 | |
| i | 388 | 9.1% |
| n | 302 | 7.1% |
| o | 280 | 6.5% |
| l | 244 | 5.7% |
| b | 244 | 5.7% |
| A | 169 | 3.9% |
| y | 158 | 3.7% |
| t | 133 | 3.1% |
| Other values (14) | 1291 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4279 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 535 | ||
| a | 535 | |
| i | 388 | 9.1% |
| n | 302 | 7.1% |
| o | 280 | 6.5% |
| l | 244 | 5.7% |
| b | 244 | 5.7% |
| A | 169 | 3.9% |
| y | 158 | 3.7% |
| t | 133 | 3.1% |
| Other values (14) | 1291 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4279 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 535 | ||
| a | 535 | |
| i | 388 | 9.1% |
| n | 302 | 7.1% |
| o | 280 | 6.5% |
| l | 244 | 5.7% |
| b | 244 | 5.7% |
| A | 169 | 3.9% |
| y | 158 | 3.7% |
| t | 133 | 3.1% |
| Other values (14) | 1291 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4279 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 535 | ||
| a | 535 | |
| i | 388 | 9.1% |
| n | 302 | 7.1% |
| o | 280 | 6.5% |
| l | 244 | 5.7% |
| b | 244 | 5.7% |
| A | 169 | 3.9% |
| y | 158 | 3.7% |
| t | 133 | 3.1% |
| Other values (14) | 1291 |
parent_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| State-owned Entity | |
|---|---|
| Investor-owned Company |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 19.112426 |
| Min length | 18 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Investor-owned Company |
|---|---|
| 2nd row | Investor-owned Company |
| 3rd row | Investor-owned Company |
| 4th row | Investor-owned Company |
| 5th row | Investor-owned Company |
Common Values
| Value | Count | Frequency (%) |
| State-owned Entity | 122 | |
| Investor-owned Company | 47 | 27.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| state-owned | 122 | |
| entity | 122 | |
| investor-owned | 47 | 13.9% |
| company | 47 | 13.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 535 | |
| n | 385 | |
| e | 338 | |
| o | 263 | 8.1% |
| y | 169 | 5.2% |
| a | 169 | 5.2% |
| - | 169 | 5.2% |
| w | 169 | 5.2% |
| d | 169 | 5.2% |
| 169 | 5.2% | |
| Other values (10) | 695 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3230 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 535 | |
| n | 385 | |
| e | 338 | |
| o | 263 | 8.1% |
| y | 169 | 5.2% |
| a | 169 | 5.2% |
| - | 169 | 5.2% |
| w | 169 | 5.2% |
| d | 169 | 5.2% |
| 169 | 5.2% | |
| Other values (10) | 695 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3230 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 535 | |
| n | 385 | |
| e | 338 | |
| o | 263 | 8.1% |
| y | 169 | 5.2% |
| a | 169 | 5.2% |
| - | 169 | 5.2% |
| w | 169 | 5.2% |
| d | 169 | 5.2% |
| 169 | 5.2% | |
| Other values (10) | 695 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3230 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 535 | |
| n | 385 | |
| e | 338 | |
| o | 263 | 8.1% |
| y | 169 | 5.2% |
| a | 169 | 5.2% |
| - | 169 | 5.2% |
| w | 169 | 5.2% |
| d | 169 | 5.2% |
| 169 | 5.2% | |
| Other values (10) | 695 |
reporting_entity
Categorical
High correlation
| Distinct | 5 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| ADGAS | |
|---|---|
| Abu Dhabi National Oil Company | |
| Adaro Energy | |
| Abu Dhabi | |
| Adani Enterprises |
Length
| Max length | 30 |
|---|---|
| Median length | 17 |
| Mean length | 14.816568 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Adaro Energy |
|---|---|
| 2nd row | Adaro Energy |
| 3rd row | Adaro Energy |
| 4th row | Adaro Energy |
| 5th row | Adaro Energy |
Common Values
| Value | Count | Frequency (%) |
| ADGAS | 50 | |
| Abu Dhabi National Oil Company | 47 | |
| Adaro Energy | 36 | |
| Abu Dhabi | 25 | |
| Adani Enterprises | 11 | 6.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| abu | 72 | |
| dhabi | 72 | |
| adgas | 50 | |
| national | 47 | |
| oil | 47 | |
| company | 47 | |
| adaro | 36 | |
| energy | 36 | |
| adani | 11 | 2.6% |
| enterprises | 11 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 260 | 10.4% | |
| a | 260 | 10.4% |
| A | 219 | 8.7% |
| i | 188 | 7.5% |
| n | 152 | 6.1% |
| b | 144 | 5.8% |
| o | 130 | 5.2% |
| D | 122 | 4.9% |
| l | 94 | 3.8% |
| r | 94 | 3.8% |
| Other values (16) | 841 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 260 | 10.4% | |
| a | 260 | 10.4% |
| A | 219 | 8.7% |
| i | 188 | 7.5% |
| n | 152 | 6.1% |
| b | 144 | 5.8% |
| o | 130 | 5.2% |
| D | 122 | 4.9% |
| l | 94 | 3.8% |
| r | 94 | 3.8% |
| Other values (16) | 841 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 260 | 10.4% | |
| a | 260 | 10.4% |
| A | 219 | 8.7% |
| i | 188 | 7.5% |
| n | 152 | 6.1% |
| b | 144 | 5.8% |
| o | 130 | 5.2% |
| D | 122 | 4.9% |
| l | 94 | 3.8% |
| r | 94 | 3.8% |
| Other values (16) | 841 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2504 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 260 | 10.4% | |
| a | 260 | 10.4% |
| A | 219 | 8.7% |
| i | 188 | 7.5% |
| n | 152 | 6.1% |
| b | 144 | 5.8% |
| o | 130 | 5.2% |
| D | 122 | 4.9% |
| l | 94 | 3.8% |
| r | 94 | 3.8% |
| Other values (16) | 841 |
commodity
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Natural Gas | |
|---|---|
| Oil & NGL | |
| Sub-Bituminous Coal | |
| Metallurgical Coal | 6 |
Length
| Max length | 19 |
|---|---|
| Median length | 18 |
| Mean length | 12.467456 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sub-Bituminous Coal |
|---|---|
| 2nd row | Metallurgical Coal |
| 3rd row | Sub-Bituminous Coal |
| 4th row | Metallurgical Coal |
| 5th row | Sub-Bituminous Coal |
Common Values
| Value | Count | Frequency (%) |
| Natural Gas | 61 | |
| Oil & NGL | 61 | |
| Sub-Bituminous Coal | 41 | |
| Metallurgical Coal | 6 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| natural | 61 | |
| gas | 61 | |
| oil | 61 | |
| 61 | ||
| ngl | 61 | |
| coal | 47 | |
| sub-bituminous | 41 | |
| metallurgical | 6 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 242 | |
| 230 | ||
| u | 190 | 9.0% |
| l | 187 | 8.9% |
| i | 149 | 7.1% |
| N | 122 | 5.8% |
| G | 122 | 5.8% |
| t | 108 | 5.1% |
| s | 102 | 4.8% |
| o | 88 | 4.2% |
| Other values (15) | 567 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2107 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 242 | |
| 230 | ||
| u | 190 | 9.0% |
| l | 187 | 8.9% |
| i | 149 | 7.1% |
| N | 122 | 5.8% |
| G | 122 | 5.8% |
| t | 108 | 5.1% |
| s | 102 | 4.8% |
| o | 88 | 4.2% |
| Other values (15) | 567 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2107 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 242 | |
| 230 | ||
| u | 190 | 9.0% |
| l | 187 | 8.9% |
| i | 149 | 7.1% |
| N | 122 | 5.8% |
| G | 122 | 5.8% |
| t | 108 | 5.1% |
| s | 102 | 4.8% |
| o | 88 | 4.2% |
| Other values (15) | 567 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2107 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 242 | |
| 230 | ||
| u | 190 | 9.0% |
| l | 187 | 8.9% |
| i | 149 | 7.1% |
| N | 122 | 5.8% |
| G | 122 | 5.8% |
| t | 108 | 5.1% |
| s | 102 | 4.8% |
| o | 88 | 4.2% |
| Other values (15) | 567 |
production_value
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 517.61064 |
| Minimum | 0.22 |
|---|---|
| Maximum | 2689.4303 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.22 |
|---|---|
| 5-th percentile | 3.30748 |
| Q1 | 26.78 |
| median | 294.1827 |
| Q3 | 779.3 |
| 95-th percentile | 1949.1417 |
| Maximum | 2689.4303 |
| Range | 2689.2103 |
| Interquartile range (IQR) | 752.52 |
Descriptive statistics
| Standard deviation | 638.2287 |
|---|---|
| Coefficient of variation (CV) | 1.2330286 |
| Kurtosis | 2.2171868 |
| Mean | 517.61064 |
| Median Absolute Deviation (MAD) | 283.8227 |
| Skewness | 1.5674625 |
| Sum | 87476.198 |
| Variance | 407335.87 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1277.5 | 4 | 2.4% |
| 2689.4303 | 3 | 1.8% |
| 29.8607 | 2 | 1.2% |
| 97.3236 | 2 | 1.2% |
| 25.7325 | 1 | 0.6% |
| 10.95 | 1 | 0.6% |
| 13.505 | 1 | 0.6% |
| 14.6 | 1 | 0.6% |
| 18.25 | 1 | 0.6% |
| 22.265 | 1 | 0.6% |
| Other values (152) | 152 |
| Value | Count | Frequency (%) |
| 0.22 | 1 | |
| 0.9 | 1 | |
| 0.9125 | 1 | |
| 1 | 1 | |
| 1.4 | 1 | |
| 1.825 | 1 | |
| 1.8432 | 1 | |
| 2.4 | 1 | |
| 2.8458 | 1 | |
| 4 | 1 |
| Value | Count | Frequency (%) |
| 2689.4303 | 3 | |
| 2612.5894 | 1 | 0.6% |
| 2510.1349 | 1 | 0.6% |
| 2129.6916 | 1 | 0.6% |
| 1965.8692 | 1 | 0.6% |
| 1964.3206 | 1 | 0.6% |
| 1959.1368 | 1 | 0.6% |
| 1934.1491 | 1 | 0.6% |
| 1918.428 | 1 | 0.6% |
| 1618.0778 | 1 | 0.6% |
production_unit
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| Bcf/yr | |
|---|---|
| Million bbl/yr | |
| Million tonnes/yr |
Length
| Max length | 17 |
|---|---|
| Median length | 14 |
| Mean length | 11.946746 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Million tonnes/yr |
|---|---|
| 2nd row | Million tonnes/yr |
| 3rd row | Million tonnes/yr |
| 4th row | Million tonnes/yr |
| 5th row | Million tonnes/yr |
Common Values
| Value | Count | Frequency (%) |
| Bcf/yr | 61 | |
| Million bbl/yr | 61 | |
| Million tonnes/yr | 47 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| million | 108 | |
| bcf/yr | 61 | |
| bbl/yr | 61 | |
| tonnes/yr | 47 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 277 | |
| i | 216 | |
| n | 202 | |
| / | 169 | |
| y | 169 | |
| r | 169 | |
| o | 155 | |
| b | 122 | 6.0% |
| M | 108 | 5.3% |
| 108 | 5.3% | |
| Other values (6) | 324 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2019 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 277 | |
| i | 216 | |
| n | 202 | |
| / | 169 | |
| y | 169 | |
| r | 169 | |
| o | 155 | |
| b | 122 | 6.0% |
| M | 108 | 5.3% |
| 108 | 5.3% | |
| Other values (6) | 324 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2019 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 277 | |
| i | 216 | |
| n | 202 | |
| / | 169 | |
| y | 169 | |
| r | 169 | |
| o | 155 | |
| b | 122 | 6.0% |
| M | 108 | 5.3% |
| 108 | 5.3% | |
| Other values (6) | 324 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2019 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 277 | |
| i | 216 | |
| n | 202 | |
| / | 169 | |
| y | 169 | |
| r | 169 | |
| o | 155 | |
| b | 122 | 6.0% |
| M | 108 | 5.3% |
| 108 | 5.3% | |
| Other values (6) | 324 |
product_emissions_MtCO2
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.31173 |
| Minimum | 0.0985 |
|---|---|
| Maximum | 501.613 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.0985 |
|---|---|
| 5-th percentile | 1.683 |
| Q1 | 15.3799 |
| median | 63.615 |
| Q3 | 129.0338 |
| 95-th percentile | 371.45684 |
| Maximum | 501.613 |
| Range | 501.5145 |
| Interquartile range (IQR) | 113.6539 |
Descriptive statistics
| Standard deviation | 122.62685 |
|---|---|
| Coefficient of variation (CV) | 1.1869596 |
| Kurtosis | 1.6371562 |
| Mean | 103.31173 |
| Median Absolute Deviation (MAD) | 50.0309 |
| Skewness | 1.55823 |
| Sum | 17459.683 |
| Variance | 15037.344 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 474.4988 | 4 | 2.4% |
| 143.7063 | 3 | 1.8% |
| 1.5956 | 2 | 1.2% |
| 5.2004 | 2 | 1.2% |
| 9.5578 | 1 | 0.6% |
| 4.0671 | 1 | 0.6% |
| 5.0161 | 1 | 0.6% |
| 5.4228 | 1 | 0.6% |
| 6.7786 | 1 | 0.6% |
| 8.2698 | 1 | 0.6% |
| Other values (152) | 152 |
| Value | Count | Frequency (%) |
| 0.0985 | 1 | |
| 0.2364 | 1 | |
| 0.3389 | 1 | |
| 0.5864 | 1 | |
| 0.6779 | 1 | |
| 0.9258 | 1 | |
| 1.3395 | 1 | |
| 1.5956 | 2 | |
| 1.8141 | 1 | |
| 2.088 | 1 |
| Value | Count | Frequency (%) |
| 501.613 | 1 | 0.6% |
| 474.4988 | 4 | |
| 440.606 | 1 | 0.6% |
| 406.7132 | 1 | 0.6% |
| 396.8983 | 1 | 0.6% |
| 372.237 | 1 | 0.6% |
| 370.2866 | 1 | 0.6% |
| 352.1877 | 1 | 0.6% |
| 339.1844 | 1 | 0.6% |
| 332.1677 | 1 | 0.6% |
flaring_emissions_MtCO2
Real number (ℝ)
High correlation Zeros
| Distinct | 116 |
|---|---|
| Distinct (%) | 68.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2209982 |
| Minimum | 0 |
|---|---|
| Maximum | 7.998 |
| Zeros | 47 |
| Zeros (%) | 27.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.0646 |
| Q3 | 1.7422 |
| 95-th percentile | 5.92276 |
| Maximum | 7.998 |
| Range | 7.998 |
| Interquartile range (IQR) | 1.7422 |
Descriptive statistics
| Standard deviation | 2.1162095 |
|---|---|
| Coefficient of variation (CV) | 1.7331799 |
| Kurtosis | 1.6375796 |
| Mean | 1.2209982 |
| Median Absolute Deviation (MAD) | 0.0646 |
| Skewness | 1.6836119 |
| Sum | 206.3487 |
| Variance | 4.4783427 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 7.5657 | 4 | 2.4% |
| 0.2494 | 3 | 1.8% |
| 0.0028 | 2 | 1.2% |
| 0.009 | 2 | 1.2% |
| 2.3417 | 1 | 0.6% |
| 1.0635 | 1 | 0.6% |
| 1.0298 | 1 | 0.6% |
| 1.6857 | 1 | 0.6% |
| 2.2422 | 1 | 0.6% |
| Other values (106) | 106 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 0.0002 | 1 | 0.6% |
| 0.0004 | 1 | 0.6% |
| 0.0016 | 1 | 0.6% |
| 0.0023 | 1 | 0.6% |
| 0.0028 | 2 | 1.2% |
| 0.0036 | 1 | 0.6% |
| 0.0044 | 1 | 0.6% |
| 0.005 | 1 | 0.6% |
| 0.0054 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 7.998 | 1 | 0.6% |
| 7.5657 | 4 | |
| 7.0253 | 1 | 0.6% |
| 6.4849 | 1 | 0.6% |
| 6.3284 | 1 | 0.6% |
| 5.9352 | 1 | 0.6% |
| 5.9041 | 1 | 0.6% |
| 5.6155 | 1 | 0.6% |
| 5.4082 | 1 | 0.6% |
| 5.2963 | 1 | 0.6% |
venting_emissions_MtCO2
Real number (ℝ)
High correlation Zeros
| Distinct | 116 |
|---|---|
| Distinct (%) | 68.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75883609 |
| Minimum | 0 |
|---|---|
| Maximum | 4.1005 |
| Zeros | 47 |
| Zeros (%) | 27.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.4188 |
| Q3 | 1.1094 |
| 95-th percentile | 2.97176 |
| Maximum | 4.1005 |
| Range | 4.1005 |
| Interquartile range (IQR) | 1.1094 |
Descriptive statistics
| Standard deviation | 0.97097408 |
|---|---|
| Coefficient of variation (CV) | 1.2795571 |
| Kurtosis | 2.4504728 |
| Mean | 0.75883609 |
| Median Absolute Deviation (MAD) | 0.4188 |
| Skewness | 1.6246269 |
| Sum | 128.2433 |
| Variance | 0.94279065 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1.8186 | 4 | 2.4% |
| 4.1005 | 3 | 1.8% |
| 0.0455 | 2 | 1.2% |
| 0.1484 | 2 | 1.2% |
| 0.5629 | 1 | 0.6% |
| 0.2556 | 1 | 0.6% |
| 0.2475 | 1 | 0.6% |
| 0.4052 | 1 | 0.6% |
| 0.5389 | 1 | 0.6% |
| Other values (106) | 106 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 0.0013 | 1 | 0.6% |
| 0.0026 | 1 | 0.6% |
| 0.0028 | 1 | 0.6% |
| 0.0067 | 1 | 0.6% |
| 0.0104 | 1 | 0.6% |
| 0.0156 | 1 | 0.6% |
| 0.0192 | 1 | 0.6% |
| 0.0208 | 1 | 0.6% |
| 0.026 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 4.1005 | 3 | |
| 3.9833 | 1 | 0.6% |
| 3.8271 | 1 | 0.6% |
| 3.2471 | 1 | 0.6% |
| 2.9973 | 1 | 0.6% |
| 2.9949 | 1 | 0.6% |
| 2.987 | 1 | 0.6% |
| 2.9489 | 1 | 0.6% |
| 2.925 | 1 | 0.6% |
| 2.467 | 1 | 0.6% |
own_fuel_use_emissions_MtCO2
Real number (ℝ)
High correlation Zeros
| Distinct | 58 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9477568 |
| Minimum | 0 |
|---|---|
| Maximum | 8.2293 |
| Zeros | 108 |
| Zeros (%) | 63.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.7779 |
| 95-th percentile | 5.9641 |
| Maximum | 8.2293 |
| Range | 8.2293 |
| Interquartile range (IQR) | 0.7779 |
Descriptive statistics
| Standard deviation | 1.9587141 |
|---|---|
| Coefficient of variation (CV) | 2.0666843 |
| Kurtosis | 4.6297705 |
| Mean | 0.9477568 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.3161049 |
| Sum | 160.1709 |
| Variance | 3.8365608 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 8.2293 | 3 | 1.8% |
| 0.2978 | 2 | 1.2% |
| 0.0914 | 2 | 1.2% |
| 2.1313 | 1 | 0.6% |
| 1.0871 | 1 | 0.6% |
| 1.1798 | 1 | 0.6% |
| 1.2157 | 1 | 0.6% |
| 1.2506 | 1 | 0.6% |
| 1.2844 | 1 | 0.6% |
| Other values (48) | 48 |
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 0.0056 | 1 | 0.6% |
| 0.0135 | 1 | 0.6% |
| 0.053 | 1 | 0.6% |
| 0.0767 | 1 | 0.6% |
| 0.0914 | 2 | 1.2% |
| 0.1196 | 1 | 0.6% |
| 0.1444 | 1 | 0.6% |
| 0.1647 | 1 | 0.6% |
| 0.2233 | 1 | 0.6% |
| Value | Count | Frequency (%) |
| 8.2293 | 3 | |
| 7.9941 | 1 | 0.6% |
| 7.6806 | 1 | 0.6% |
| 6.5165 | 1 | 0.6% |
| 6.0153 | 1 | 0.6% |
| 6.0105 | 1 | 0.6% |
| 5.9947 | 1 | 0.6% |
| 5.9182 | 1 | 0.6% |
| 5.8701 | 1 | 0.6% |
| 4.9511 | 1 | 0.6% |
fugitive_methane_emissions_MtCO2e
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9590314 |
| Minimum | 0.0183 |
|---|---|
| Maximum | 39.7481 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.0183 |
|---|---|
| 5-th percentile | 0.26174 |
| Q1 | 2.1448 |
| median | 7.2107 |
| Q3 | 14.9693 |
| 95-th percentile | 28.80708 |
| Maximum | 39.7481 |
| Range | 39.7298 |
| Interquartile range (IQR) | 12.8245 |
Descriptive statistics
| Standard deviation | 9.4649442 |
|---|---|
| Coefficient of variation (CV) | 0.95038803 |
| Kurtosis | 1.0523957 |
| Mean | 9.9590314 |
| Median Absolute Deviation (MAD) | 6.0338 |
| Skewness | 1.1942734 |
| Sum | 1683.0763 |
| Variance | 89.585168 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25.5557 | 4 | 2.4% |
| 39.7481 | 3 | 1.8% |
| 0.4413 | 2 | 1.2% |
| 1.4384 | 2 | 1.2% |
| 0.5148 | 1 | 0.6% |
| 0.219 | 1 | 0.6% |
| 0.2702 | 1 | 0.6% |
| 0.2921 | 1 | 0.6% |
| 0.3651 | 1 | 0.6% |
| 0.4454 | 1 | 0.6% |
| Other values (152) | 152 |
| Value | Count | Frequency (%) |
| 0.0183 | 1 | |
| 0.0272 | 1 | |
| 0.0365 | 1 | |
| 0.0654 | 1 | |
| 0.0662 | 1 | |
| 0.146 | 1 | |
| 0.2049 | 1 | |
| 0.219 | 1 | |
| 0.2561 | 1 | |
| 0.2702 | 1 |
| Value | Count | Frequency (%) |
| 39.7481 | 3 | |
| 38.6125 | 1 | 0.6% |
| 37.0983 | 1 | 0.6% |
| 31.4755 | 1 | 0.6% |
| 29.0543 | 1 | 0.6% |
| 29.0315 | 1 | 0.6% |
| 28.9548 | 1 | 0.6% |
| 28.5855 | 1 | 0.6% |
| 28.3532 | 1 | 0.6% |
| 27.016 | 1 | 0.6% |
fugitive_methane_emissions_MtCH4
Real number (ℝ)
High correlation
| Distinct | 161 |
|---|---|
| Distinct (%) | 95.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35567751 |
| Minimum | 0.0007 |
|---|---|
| Maximum | 1.4196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.0007 |
|---|---|
| 5-th percentile | 0.0093 |
| Q1 | 0.0766 |
| median | 0.2575 |
| Q3 | 0.5346 |
| 95-th percentile | 1.02882 |
| Maximum | 1.4196 |
| Range | 1.4189 |
| Interquartile range (IQR) | 0.458 |
Descriptive statistics
| Standard deviation | 0.33803336 |
|---|---|
| Coefficient of variation (CV) | 0.95039284 |
| Kurtosis | 1.0524943 |
| Mean | 0.35567751 |
| Median Absolute Deviation (MAD) | 0.2155 |
| Skewness | 1.1942909 |
| Sum | 60.1095 |
| Variance | 0.11426656 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.9127 | 4 | 2.4% |
| 1.4196 | 3 | 1.8% |
| 0.3834 | 2 | 1.2% |
| 0.0158 | 2 | 1.2% |
| 0.0514 | 2 | 1.2% |
| 0.0078 | 1 | 0.6% |
| 0.0096 | 1 | 0.6% |
| 0.0104 | 1 | 0.6% |
| 0.013 | 1 | 0.6% |
| 0.0159 | 1 | 0.6% |
| Other values (151) | 151 |
| Value | Count | Frequency (%) |
| 0.0007 | 1 | |
| 0.001 | 1 | |
| 0.0013 | 1 | |
| 0.0023 | 1 | |
| 0.0024 | 1 | |
| 0.0052 | 1 | |
| 0.0073 | 1 | |
| 0.0078 | 1 | |
| 0.0091 | 1 | |
| 0.0096 | 1 |
| Value | Count | Frequency (%) |
| 1.4196 | 3 | |
| 1.379 | 1 | 0.6% |
| 1.3249 | 1 | 0.6% |
| 1.1241 | 1 | 0.6% |
| 1.0377 | 1 | 0.6% |
| 1.0368 | 1 | 0.6% |
| 1.0341 | 1 | 0.6% |
| 1.0209 | 1 | 0.6% |
| 1.0126 | 1 | 0.6% |
| 0.9649 | 1 | 0.6% |
total_operational_emissions_MtCO2e
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.886622 |
| Minimum | 0.025 |
|---|---|
| Maximum | 52.3273 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.025 |
|---|---|
| 5-th percentile | 0.29194 |
| Q1 | 2.2339 |
| median | 8.6629 |
| Q3 | 19.9125 |
| 95-th percentile | 37.92372 |
| Maximum | 52.3273 |
| Range | 52.3023 |
| Interquartile range (IQR) | 17.6786 |
Descriptive statistics
| Standard deviation | 12.752361 |
|---|---|
| Coefficient of variation (CV) | 0.98958141 |
| Kurtosis | 0.88205565 |
| Mean | 12.886622 |
| Median Absolute Deviation (MAD) | 7.6247 |
| Skewness | 1.1967512 |
| Sum | 2177.8391 |
| Variance | 162.62272 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.94 | 4 | 2.4% |
| 52.3273 | 3 | 1.8% |
| 0.581 | 2 | 1.2% |
| 1.8936 | 2 | 1.2% |
| 0.7038 | 1 | 0.6% |
| 0.2995 | 1 | 0.6% |
| 0.3694 | 1 | 0.6% |
| 0.3993 | 1 | 0.6% |
| 0.4991 | 1 | 0.6% |
| 0.609 | 1 | 0.6% |
| Other values (152) | 152 |
| Value | Count | Frequency (%) |
| 0.025 | 1 | |
| 0.0359 | 1 | |
| 0.0499 | 1 | |
| 0.0662 | 1 | |
| 0.0861 | 1 | |
| 0.1997 | 1 | |
| 0.2049 | 1 | |
| 0.271 | 1 | |
| 0.2869 | 1 | |
| 0.2995 | 1 |
| Value | Count | Frequency (%) |
| 52.3273 | 3 | |
| 50.8322 | 1 | 0.6% |
| 48.8388 | 1 | 0.6% |
| 41.4366 | 1 | 0.6% |
| 38.2492 | 1 | 0.6% |
| 38.2191 | 1 | 0.6% |
| 38.1182 | 1 | 0.6% |
| 37.632 | 1 | 0.6% |
| 37.3262 | 1 | 0.6% |
| 36.9366 | 1 | 0.6% |
total_emissions_MtCO2e
Real number (ℝ)
High correlation
| Distinct | 162 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.19835 |
| Minimum | 0.1344 |
|---|---|
| Maximum | 538.5495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 KiB |
Quantile statistics
| Minimum | 0.1344 |
|---|---|
| 5-th percentile | 2.1766 |
| Q1 | 17.3642 |
| median | 74.0578 |
| Q3 | 144.2469 |
| 95-th percentile | 398.80924 |
| Maximum | 538.5495 |
| Range | 538.4151 |
| Interquartile range (IQR) | 126.8827 |
Descriptive statistics
| Standard deviation | 131.23439 |
|---|---|
| Coefficient of variation (CV) | 1.1293998 |
| Kurtosis | 1.4409472 |
| Mean | 116.19835 |
| Median Absolute Deviation (MAD) | 60.1381 |
| Skewness | 1.4697882 |
| Sum | 19637.521 |
| Variance | 17222.466 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 509.4388 | 4 | 2.4% |
| 196.0336 | 3 | 1.8% |
| 2.1766 | 2 | 1.2% |
| 7.094 | 2 | 1.2% |
| 10.2616 | 1 | 0.6% |
| 4.3666 | 1 | 0.6% |
| 5.3855 | 1 | 0.6% |
| 5.8222 | 1 | 0.6% |
| 7.2777 | 1 | 0.6% |
| 8.8788 | 1 | 0.6% |
| Other values (152) | 152 |
| Value | Count | Frequency (%) |
| 0.1344 | 1 | |
| 0.3225 | 1 | |
| 0.3639 | 1 | |
| 0.6527 | 1 | |
| 0.7278 | 1 | |
| 1.2629 | 1 | |
| 1.8272 | 1 | |
| 2.0191 | 1 | |
| 2.1766 | 2 | |
| 2.67 | 1 |
| Value | Count | Frequency (%) |
| 538.5495 | 1 | 0.6% |
| 509.4388 | 4 | |
| 473.0503 | 1 | 0.6% |
| 436.6618 | 1 | 0.6% |
| 426.1241 | 1 | 0.6% |
| 399.6468 | 1 | 0.6% |
| 397.5529 | 1 | 0.6% |
| 378.1212 | 1 | 0.6% |
| 364.1604 | 1 | 0.6% |
| 356.6271 | 1 | 0.6% |
emissions_category
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 KiB |
| High | |
|---|---|
| Low |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.5621302 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | High |
|---|---|
| 2nd row | Low |
| 3rd row | High |
| 4th row | Low |
| 5th row | High |
Common Values
| Value | Count | Frequency (%) |
| High | 95 | |
| Low | 74 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 95 | |
| low | 74 |
Most occurring characters
| Value | Count | Frequency (%) |
| H | 95 | |
| i | 95 | |
| g | 95 | |
| h | 95 | |
| L | 74 | |
| o | 74 | |
| w | 74 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 602 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| H | 95 | |
| i | 95 | |
| g | 95 | |
| h | 95 | |
| L | 74 | |
| o | 74 | |
| w | 74 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 602 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| H | 95 | |
| i | 95 | |
| g | 95 | |
| h | 95 | |
| L | 74 | |
| o | 74 | |
| w | 74 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 602 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| H | 95 | |
| i | 95 | |
| g | 95 | |
| h | 95 | |
| L | 74 | |
| o | 74 | |
| w | 74 |
Interactions
Correlations
| commodity | emissions_category | flaring_emissions_MtCO2 | fugitive_methane_emissions_MtCH4 | fugitive_methane_emissions_MtCO2e | own_fuel_use_emissions_MtCO2 | parent_entity | parent_type | product_emissions_MtCO2 | production_unit | production_value | reporting_entity | total_emissions_MtCO2e | total_operational_emissions_MtCO2e | venting_emissions_MtCO2 | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| commodity | 1.000 | 0.380 | 0.437 | 0.343 | 0.343 | 0.388 | 0.715 | 0.994 | 0.372 | 0.997 | 0.379 | 0.759 | 0.383 | 0.308 | 0.384 | 0.705 |
| emissions_category | 0.380 | 1.000 | 0.516 | 0.783 | 0.783 | 0.399 | 0.211 | 0.168 | 0.916 | 0.351 | 0.568 | 0.558 | 0.939 | 0.799 | 0.561 | 0.693 |
| flaring_emissions_MtCO2 | 0.437 | 0.516 | 1.000 | 0.598 | 0.598 | 0.024 | 0.159 | 0.323 | 0.712 | 0.558 | 0.754 | 0.467 | 0.723 | 0.643 | 0.812 | 0.768 |
| fugitive_methane_emissions_MtCH4 | 0.343 | 0.783 | 0.598 | 1.000 | 1.000 | 0.287 | 0.322 | 0.429 | 0.865 | 0.413 | 0.905 | 0.420 | 0.893 | 0.996 | 0.775 | 0.283 |
| fugitive_methane_emissions_MtCO2e | 0.343 | 0.783 | 0.598 | 1.000 | 1.000 | 0.287 | 0.322 | 0.429 | 0.865 | 0.413 | 0.905 | 0.420 | 0.893 | 0.996 | 0.775 | 0.283 |
| own_fuel_use_emissions_MtCO2 | 0.388 | 0.399 | 0.024 | 0.287 | 0.287 | 1.000 | 0.128 | 0.283 | -0.172 | 0.498 | 0.507 | 0.359 | -0.116 | 0.313 | 0.556 | -0.047 |
| parent_entity | 0.715 | 0.211 | 0.159 | 0.322 | 0.322 | 0.128 | 1.000 | 0.997 | 0.232 | 0.703 | 0.392 | 0.994 | 0.220 | 0.265 | 0.386 | 0.771 |
| parent_type | 0.994 | 0.168 | 0.323 | 0.429 | 0.429 | 0.283 | 0.997 | 1.000 | 0.348 | 0.997 | 0.595 | 0.991 | 0.359 | 0.398 | 0.587 | 0.843 |
| product_emissions_MtCO2 | 0.372 | 0.916 | 0.712 | 0.865 | 0.865 | -0.172 | 0.232 | 0.348 | 1.000 | 0.464 | 0.726 | 0.447 | 0.997 | 0.864 | 0.584 | 0.442 |
| production_unit | 0.997 | 0.351 | 0.558 | 0.413 | 0.413 | 0.498 | 0.703 | 0.997 | 0.464 | 1.000 | 0.488 | 0.921 | 0.476 | 0.381 | 0.494 | 0.798 |
| production_value | 0.379 | 0.568 | 0.754 | 0.905 | 0.905 | 0.507 | 0.392 | 0.595 | 0.726 | 0.488 | 1.000 | 0.430 | 0.764 | 0.931 | 0.951 | 0.458 |
| reporting_entity | 0.759 | 0.558 | 0.467 | 0.420 | 0.420 | 0.359 | 0.994 | 0.991 | 0.447 | 0.921 | 0.430 | 1.000 | 0.453 | 0.401 | 0.435 | 0.810 |
| total_emissions_MtCO2e | 0.383 | 0.939 | 0.723 | 0.893 | 0.893 | -0.116 | 0.220 | 0.359 | 0.997 | 0.476 | 0.764 | 0.453 | 1.000 | 0.893 | 0.628 | 0.445 |
| total_operational_emissions_MtCO2e | 0.308 | 0.799 | 0.643 | 0.996 | 0.996 | 0.313 | 0.265 | 0.398 | 0.864 | 0.381 | 0.931 | 0.401 | 0.893 | 1.000 | 0.814 | 0.330 |
| venting_emissions_MtCO2 | 0.384 | 0.561 | 0.812 | 0.775 | 0.775 | 0.556 | 0.386 | 0.587 | 0.584 | 0.494 | 0.951 | 0.435 | 0.628 | 0.814 | 1.000 | 0.527 |
| year | 0.705 | 0.693 | 0.768 | 0.283 | 0.283 | -0.047 | 0.771 | 0.843 | 0.442 | 0.798 | 0.458 | 0.810 | 0.445 | 0.330 | 0.527 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| year | parent_entity | parent_type | reporting_entity | commodity | production_value | production_unit | product_emissions_MtCO2 | flaring_emissions_MtCO2 | venting_emissions_MtCO2 | own_fuel_use_emissions_MtCO2 | fugitive_methane_emissions_MtCO2e | fugitive_methane_emissions_MtCH4 | total_operational_emissions_MtCO2e | total_emissions_MtCO2e | emissions_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1854 | Adaro Energy | Investor-owned Company | Adaro Energy | Sub-Bituminous Coal | 50.9000 | Million tonnes/yr | 92.3401 | 0.0 | 0.0 | 0.0 | 10.4316 | 0.3726 | 10.4316 | 102.7717 | High |
| 1 | 1855 | Adaro Energy | Investor-owned Company | Adaro Energy | Metallurgical Coal | 0.9000 | Million tonnes/yr | 2.3989 | 0.0 | 0.0 | 0.0 | 0.2710 | 0.0097 | 0.2710 | 2.6700 | Low |
| 2 | 1856 | Adaro Energy | Investor-owned Company | Adaro Energy | Sub-Bituminous Coal | 48.2300 | Million tonnes/yr | 87.4963 | 0.0 | 0.0 | 0.0 | 9.8844 | 0.3530 | 9.8844 | 97.3807 | High |
| 3 | 1857 | Adaro Energy | Investor-owned Company | Adaro Energy | Metallurgical Coal | 5.7700 | Million tonnes/yr | 15.3799 | 0.0 | 0.0 | 0.0 | 1.7375 | 0.0621 | 1.7375 | 17.1174 | Low |
| 4 | 1858 | Adaro Energy | Investor-owned Company | Adaro Energy | Sub-Bituminous Coal | 52.8073 | Million tonnes/yr | 95.8002 | 0.0 | 0.0 | 0.0 | 10.8225 | 0.3865 | 10.8225 | 106.6227 | High |
| 5 | 1859 | Adaro Energy | Investor-owned Company | Adaro Energy | Metallurgical Coal | 5.2227 | Million tonnes/yr | 13.9211 | 0.0 | 0.0 | 0.0 | 1.5727 | 0.0562 | 1.5727 | 15.4938 | Low |
| 6 | 1860 | Adaro Energy | Investor-owned Company | Adaro Energy | Sub-Bituminous Coal | 49.6223 | Million tonnes/yr | 90.0222 | 0.0 | 0.0 | 0.0 | 10.1697 | 0.3632 | 10.1697 | 100.1919 | High |
| 7 | 1861 | Adaro Energy | Investor-owned Company | Adaro Energy | Metallurgical Coal | 4.9077 | Million tonnes/yr | 13.0815 | 0.0 | 0.0 | 0.0 | 1.4778 | 0.0528 | 1.4778 | 14.5593 | Low |
| 8 | 1862 | Adaro Energy | Investor-owned Company | Adaro Energy | Sub-Bituminous Coal | 49.8542 | Million tonnes/yr | 90.4429 | 0.0 | 0.0 | 0.0 | 10.2173 | 0.3649 | 10.2173 | 100.6601 | High |
| 9 | 1863 | Adaro Energy | Investor-owned Company | Adaro Energy | Metallurgical Coal | 2.8458 | Million tonnes/yr | 7.5855 | 0.0 | 0.0 | 0.0 | 0.8569 | 0.0306 | 0.8569 | 8.4424 | Low |
| year | parent_entity | parent_type | reporting_entity | commodity | production_value | production_unit | product_emissions_MtCO2 | flaring_emissions_MtCO2 | venting_emissions_MtCO2 | own_fuel_use_emissions_MtCO2 | fugitive_methane_emissions_MtCO2e | fugitive_methane_emissions_MtCH4 | total_operational_emissions_MtCO2e | total_emissions_MtCO2e | emissions_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 159 | 2013 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Natural Gas | 1959.1368 | Bcf/yr | 104.6840 | 0.1817 | 2.9870 | 5.9947 | 28.9548 | 1.0341 | 38.1182 | 142.8022 | High |
| 160 | 2014 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Oil & NGL | 996.9280 | Million bbl/yr | 370.2866 | 5.9041 | 1.4192 | 0.0000 | 19.9430 | 0.7123 | 27.2663 | 397.5529 | High |
| 161 | 2015 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Natural Gas | 1934.1491 | Bcf/yr | 103.3488 | 0.1794 | 2.9489 | 5.9182 | 28.5855 | 1.0209 | 37.6320 | 140.9809 | High |
| 162 | 2016 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Oil & NGL | 1002.1790 | Million bbl/yr | 372.2370 | 5.9352 | 1.4266 | 0.0000 | 20.0481 | 0.7160 | 27.4099 | 399.6468 | High |
| 163 | 2017 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Natural Gas | 1964.3206 | Bcf/yr | 104.9610 | 0.1822 | 2.9949 | 6.0105 | 29.0315 | 1.0368 | 38.2191 | 143.1801 | High |
| 164 | 2018 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Oil & NGL | 1068.5750 | Million bbl/yr | 396.8983 | 6.3284 | 1.5211 | 0.0000 | 21.3763 | 0.7634 | 29.2258 | 426.1241 | High |
| 165 | 2019 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Natural Gas | 1918.4280 | Bcf/yr | 102.5088 | 0.1779 | 2.9250 | 5.8701 | 28.3532 | 1.0126 | 37.3262 | 139.8350 | High |
| 166 | 2020 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Oil & NGL | 1095.0000 | Million bbl/yr | 406.7132 | 6.4849 | 1.5588 | 0.0000 | 21.9049 | 0.7823 | 29.9486 | 436.6618 | High |
| 167 | 2021 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Natural Gas | 1965.8692 | Bcf/yr | 105.0438 | 0.1823 | 2.9973 | 6.0153 | 29.0543 | 1.0377 | 38.2492 | 143.2930 | High |
| 168 | 2022 | Abu Dhabi National Oil Company | State-owned Entity | Abu Dhabi National Oil Company | Oil & NGL | 1186.2500 | Million bbl/yr | 440.6060 | 7.0253 | 1.6887 | 0.0000 | 23.7303 | 0.8475 | 32.4443 | 473.0503 | High |